Towards Fully Parameter-Free Stochastic Optimization: Grid Search with Self-Bounding Analysis

Yuheng Zhao, Yu-Hu Yan, Amit Attia +3

Parameter-free stochastic optimization aims to design algorithms that are agnostic to the underlying problem parameters while still achieving convergence rates competitive with opt…